Tools that just work.
Palma.ai makes MCP tool-use reliable and efficient—so your agents complete multi-step work without loops, retries, or surprise costs.
Simple, not complex
How it works
Discover capabilities
Find what MCP servers and tools exist, who owns them, and what they're meant for—without hunting through docs and tribal knowledge.
Build with the right building blocks
Use virtual compositions and curated tool sets so your agent sees the smallest surface it needs—nothing more.
Execute complex workflows reliably
When a task needs multiple steps across systems, Palma.ai provides a more reliable execution path than repeated "call tool, call tool, call tool".
Measure and improve
Track task success and cost per task by agent, workflow, and MCP capability—so improvements are systematic, not prompt roulette.
Discoverability
Find the right tools, instantly
Fetch customer details by ID or email
Check stock levels across warehouses
Create and submit new orders
Ship faster
Use curated MCP capabilities and virtual tool packs so you're not wiring chaos into every agent.
Higher task success
Fewer broken multi-hop runs—agents take the right steps in the right order and finish work.
Predictable cost per task
Reduce wasted tokens and tool calls. Optimize outcomes, not guesswork.
What Palma changes
From frustration to flow—here's how your daily reality transforms.
"Here are 100 tools. Good luck."
Focused, use-case-ready capabilities that agents can chain.
Multi-hop drift, retries, brittle tool calls
Reliable execution patterns for real workflows.
Costs spike when agents loop
Visibility and controls on cost per completed task.
What you get
A catalog of MCP capabilities your agents can use (discoverability + ownership)
Curated tools per use case (less tool sprawl)
A reliability path for multi-step workflows
Metrics that matter: task success, retries, token/tool usage, cost per task
Build agents that finish work—reliably.
One platform for
every role.
Palma.ai serves Agent Builders who need reliable tools, MCP Developers who ship capabilities, and Governance Teams who ensure safe scaling.